{"id":"W2465641070","doi":"10.1097/opx.0000000000000928","title":"Impact of Lens Care Solutions on Protein Deposition on Soft Contact Lenses","year":2016,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Johnson and Johnson Vision Care; Allergan; University of Waterloo; CooperVision","keywords":"Lysozyme; Contact lens; Artificial tears; Lens (geology); Chemistry; Chromatography; Biomedical engineering; Medicine; Ophthalmology; Optics; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002441216,0.0001068574,0.0001716397,0.000311553,0.0002175058,0.00002512551,0.00008086919,0.00005232877,0.00004363134],"category_scores_gemma":[0.0002186725,0.00005901715,0.00008762615,0.0005228915,0.0001919385,0.0002929586,0.00003738077,0.00007780772,0.00003405718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033297,"about_ca_system_score_gemma":0.0001300209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002206277,"about_ca_topic_score_gemma":9.13135e-7,"domain_scores_codex":[0.9988627,0.00002532256,0.000140502,0.0002900379,0.0004420637,0.0002394012],"domain_scores_gemma":[0.9992524,0.0000819744,0.00006709324,0.0002791122,0.0001928314,0.0001266279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002922808,0.0001333894,0.07442532,0.00002907026,0.00001056037,0.000005999986,0.0001058752,0.000001355684,0.8777614,0.000427017,0.00001109737,0.04679659],"study_design_scores_gemma":[0.001061308,0.00611388,0.7659013,0.0009931232,0.00001867307,0.00000766573,0.0001307101,0.00003919111,0.2255237,0.00001246664,0.00008665131,0.000111356],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971237,0.0001310203,0.0006543919,0.0003006554,0.00004845082,0.0002430426,0.0000205105,0.00002229676,0.001455897],"genre_scores_gemma":[0.9995906,0.0000413227,0.000141232,0.0000817684,0.00002197795,0.000004024649,0.000001532585,0.000005776808,0.0001117318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.691476,"threshold_uncertainty_score":0.2406649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203314497295634,"score_gpt":0.3988884836848279,"score_spread":0.3785570339552645,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}